{"id":"W2083628780","doi":"10.1093/eurheartj/ehi625","title":"Effectiveness of catheter ablation of atrial fibrillationThe opinions expressed in this article are not necessarily those of the Editors of the European Heart Journal or of the European Society of Cardiology.","year":2005,"lang":"en","type":"letter","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Atrial fibrillation; Ablation; Catheter ablation; Cardiology; Pulmonary vein; Internal medicine; Tamponade; Randomized controlled trial; Catheter; Cardiac tamponade; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005508535,0.0003204641,0.001512638,0.0005089444,0.0001651319,0.001380509,0.0004355509,0.001488941,0.006287834],"category_scores_gemma":[0.02507731,0.0001315347,0.001975445,0.000451984,0.0004940065,0.001311307,0.0003966512,0.001202482,0.0004473898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004310692,"about_ca_system_score_gemma":0.0006115693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001881252,"about_ca_topic_score_gemma":0.0002524858,"domain_scores_codex":[0.9940116,0.003462663,0.000945838,0.000618356,0.0008538132,0.0001077878],"domain_scores_gemma":[0.970409,0.02459854,0.002944384,0.0006833933,0.0006999681,0.0006648296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.118021,0.001769426,0.02435092,0.01571628,0.01235067,0.0001709582,0.0002946093,0.0009331914,0.002287779,0.002632298,0.0200793,0.8013935],"study_design_scores_gemma":[0.1076996,0.1273421,0.5328996,0.01473642,0.0552292,0.004582994,0.0007162595,0.007117016,0.007555431,0.01374913,0.1278375,0.0005348416],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.3274758,0.6307207,0.0020156,0.009677092,0.005470723,0.0003231359,0.001636074,0.0000759359,0.02260499],"genre_scores_gemma":[0.9112396,0.07373965,0.0014079,0.003870626,0.006483804,0.0002738544,0.001148701,0.00003962517,0.00179626],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.006287834,"threshold_uncertainty_score":0.02913225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07879842950858632,"score_gpt":0.3296505842637225,"score_spread":0.2508521547551361,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}